Paper Citation Record · LEDGER

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares

As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2508.10732.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.10732 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:21:14.551138Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:40:35.795292Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T04:47:37.952492Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy9
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7659d14-e345-4ec6-bfe2-ce9731b6065c · outbound

This paper cites , " * write output.state after.block = add.period write newline.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T20:21:14.203063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2245b01d-2469-42d7-beac-b19f95b5da96 · outbound

This paper cites write newline.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T20:21:14.211161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 684d40e2-557d-4411-9289-bcd9a8a1c7be · outbound

This paper cites H.; and Liu, Y.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares H.; and Liu, Y

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:15.544286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa0c2f2b-fcab-4a78-9203-5e41d08af1d9 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.520375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0dfd8ef2-f6f8-4844-9cd4-ef7d684d7d3d · outbound

This paper cites R.; and Mastorakis, N.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares R.; and Mastorakis, N

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:15.495661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d26f21f2-98b2-42bb-9d21-0d092d98306c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.475391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 32ebf48f-b181-41dd-b209-272268b2abae · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.453755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21fe1c48-a0ad-48e9-98f4-de6f24fc635c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.432070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dcd617cb-bfe4-485b-a268-1a040f70bff1 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.402547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 59ff1637-5b34-4350-9adb-997eab8b2f9c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.381396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 285eb2f8-ed3e-48e0-a9fe-902eed1f4e6b · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.361654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9841d1de-aa16-4b59-85ff-54ce6a9ff320 · outbound

This paper cites H.; Yue, Y.; Liu, Y.; and Zhuang, H.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares H.; Yue, Y.; Liu, Y.; and Zhuang, H

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:15.339984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5dd07eb-89b3-4309-ac35-242c087d2b2d · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.312599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 697e0ce2-2fc8-4570-a299-ed7d0371834c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.275770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b113420c-108e-40ac-b146-aa44fcbc483c · outbound

This paper cites K.; Zaheer, M.; Sanjabi, M.; Talwalkar, A.; and Smith, V.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares K.; Zaheer, M.; Sanjabi, M.; Talwalkar, A.; and Smith, V

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:15.252074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 826fe9a5-b8aa-4162-aef5-643b61ca680e · outbound

This paper cites U.; and Jaggi, M.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares U.; and Jaggi, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:15.223720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 45fdf387-ed7c-43dc-804c-df16e4f28fab · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.197437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f696d5c6-fcfc-4417-8781-12d2a2a8406c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.171884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 834d4b55-a799-42e7-a4cb-2ce8c9036c08 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.144537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0fe1c472-e714-4b38-86c3-7a2d31e7b335 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.113244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c17db92c-67f1-4788-af8d-cc2525ff4101 · outbound

This paper cites Z.; Gao, Y.; Li, A.; Li, X.; Li, Z.; and Yang, Q.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Z.; Gao, Y.; Li, A.; Li, X.; Li, Z.; and Yang, Q

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:15.082642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3090d91e-7350-47e4-b1a4-f9175836f77c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.058317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 85516a47-a5fb-4eba-8fe2-ee368caa9a6b · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.031153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ba8e717-5e74-4a2f-86b0-b1a4c18e8883 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:15.004448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 98871a66-6d1e-4c8a-9e8d-c09e726da71f · outbound

This paper cites Z.; Yu, H.; Cui, L.; and Yang, Q.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Z.; Yu, H.; Cui, L.; and Yang, Q

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:14.981506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 46e3d8d3-f17b-4596-bfb2-e971bf7c9117 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.954759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8420681f-9583-45cb-8146-c0a0c16e8f63 · outbound

This paper cites Towards Efficient and Exact Forgetting Services in Pre-Trained-Model-based Continual Learning.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Towards Efficient and Exact Forgetting Services in Pre-Trained-Model-based Continual Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T20:21:14.470130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243aefa8-b4c1-4bd1-934b-f33bd253c03f · outbound

This paper cites H.; and Liu, Y.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares H.; and Liu, Y

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:14.914374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 666931f6-0c52-45c1-b99c-17226c668bbc · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.883715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf779d22-5c5c-4a50-93ea-8af669f4d7fe · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.856702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 232dc16f-3c5b-4f02-9457-6171fb42ae31 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.828448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation af855300-1409-4223-8b6b-0b2e659b3fba · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.797810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6c04fa7c-9541-4b05-bb7a-410dda8d8a8c · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.767096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2edb86b5-a5e9-49ad-9e5e-0191f691781d · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.738758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e1ba5a3d-3f99-4037-9cdf-43b36b602fc5 · outbound

This paper cites I.-K.; Ma, J.; Pan, Y.; and Jin, Q.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares I.-K.; Ma, J.; Pan, Y.; and Jin, Q

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:21:14.714140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f70802d-852b-4307-9b87-11b075e5eddf · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.684078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2fe36fe1-ed38-47dc-a2de-3b3f49c14b81 · outbound

This paper cites an unresolved cited work.

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T20:21:14.652206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 74f8c7b3-5fd1-45ea-98fd-865bde70aaa1 · inbound

Accurate and Resource-Efficient Federated Continual Learning cites this paper.

Accurate and Resource-Efficient Federated Continual Learning APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:47:37.953807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.